MOTION PLANNING FOR A VEHICLE USING TRACTION INFORMATION
A vehicle determines an expected traction value for a region of a road segment on which the vehicle is approaching. A set of motion parameters may be determined based on the expected traction value. A vehicle control operation can be implemented based on the determined set of motion parameters.
1 . A method for operating an autonomous vehicle, the method comprising:
determining an expected traction value for a region of a road segment on which the vehicle is approaching;
determining a set of motion parameters based on the expected traction value; and
implementing a vehicle control operation based on the determined set of motion parameters.
2 . The method of claim 1 , wherein determining the expected traction value includes determining a reflectance characteristic of light from a surface of the road segment.
3 . The method of claim 2 , wherein determining the reflectance characteristic of light includes using a passive camera to capture an image of the surface of the road segment.
4 . The method of claim 3 , wherein determining the reflectance characteristic of light includes detecting a white characteristic for snow.
5 . The method of claim 2 , wherein determining the reflectance characteristic of light includes using an active light source to direct light onto the surface of the road segment to create a reflected signal.
6 . The method of claim 5 , wherein determining the reflectance characteristic includes detecting a variation of at least one of a power or intensity from a reflection from the road segment of the directed light.
7 . The method of claim 6 , wherein determining the expected traction value includes:
detecting precipitation on the road segment;
classifying the precipitation based on the detected variation.
8 . The method of claim 7 , wherein the traction value is based on a classification of the precipitation.
9 . The method of claim 1 , wherein determining the expected traction value includes storing a set of traction values that are expected for each of a plurality of locations, including for one or more locations in the region of the road segment.
10 . The method of claim 9 , further comprising receiving the set of traction values from a network service when the vehicle is on a trip that is to go through the road segment.
11 . The method of claim 1 , wherein determining the set of motion parameters includes determining a forward or reverse acceleration parameter for the vehicle in the region of the road segment.
12 . The method of claim 1 , wherein determining the set of motion parameters includes determining a steering parameter for the vehicle in the region of the road segment.
13 . The method of claim 1 , wherein determining the set of motion parameters includes determining an immediate trajectory of the vehicle with respect to the region of the road segment.
14 . The method of claim 1 , wherein determining the set of motion parameters includes selecting one or more motion parameters based at least in part on the expected traction value.
15 . The method of claim 1 , wherein determining the set of motion parameters includes determining a braking distance for the vehicle through traffic of the road segment.